Data Mining Approach to Image Feature Extraction in Old Painting Restoration

[1] Abas F.S. (2004) Analysis of Craquelure Patterns for Content-Based Retrieval. PhD Thesis, University of Southampton, SouthamptonSearch in Google Scholar

[2] Abas F.S., Martinez K. (2003) Classi_cation of painting cracks for content-based analysis. IST/SPIE's 15th Annual Symp Electronic Imaging, Santa Clara, California, USA10.1117/12.474012Search in Google Scholar

[3] Abas F.S., Martinez K. (2002) Craquelure analysis for content-based retrieval. Proc of 14th Int Conf on Dig Sig Proc, Santorini, Greece, 111{114Search in Google Scholar

[4] Addis M., Lewis P., Martinez K. (2002) ARTISTE image retrieval system puts European galleries in the picture, Cultivate Interactive,7, http://www.cultivateint. org/issue7/artisteSearch in Google Scholar

[5] Barni M., Bartolini F., Cappellini V. (2000) Image processing for virtual restoration of artworks. IEEE Multimedia, 7,2:34{3710.1109/93.848424Search in Google Scholar

[6] Barni M., Pelagotti A., Piva A. (2005) Image processing for the analysis and conservation of paintings: opportunities and challenges, IEEE Sig Proc Mag, 14110.1109/MSP.2005.1511835Search in Google Scholar

[7] Berns R. S., Byrns S., Casadio F., Fiedler I., Gallagher C., Imai F. H., Newman A., Taplin L. A. (2006) Rejuvenating the color palette of George Seurats A Sunday on La Grande Jatte1884: A simulation. Color Research and Application 31:278293Search in Google Scholar

[8] Berezhnoy I., Postma E. O., van den Herik H. J. (2007) Computer analysis of van goghs coplementary colours. Pattern Recognition Letters, 28:70370910.1016/j.patrec.2006.08.002Search in Google Scholar

[9] Beucher S., Lantujoul C. (1979) Use of watersheds in contour detection. Proc. Int workshop on im proc, real-time edge and motion detectionSearch in Google Scholar

[10] Bucklow S.L. (1998) A sylometric analysis of Craquelure. Computers and the Humanities 31:503{521Search in Google Scholar

[11] Canny J. (1986) A Computational Approach To Edge Detection, IEEE Trans. Pattern Analysis and Machine Intelligence, 8:679-71410.1109/TPAMI.1986.4767851Search in Google Scholar

[12] Cappellini V., Barni M., Corsini M., de Rosa A., Piva A. (2003) ArtShop: an art-oriented image-processing tool for cultural heritage applications. J Visual Comput Animat 14:149-15810.1002/vis.313Search in Google Scholar

[13] Cappellini V., Piva A. (2006) Opportunities and Issues of image processing for cultural heritage applications, Proc EUSIPCO 2006, Florence, ItalySearch in Google Scholar

[14] Dik J., Janssens K., Van Der Snickt G., van der Loe_ L., Rickers K., Cotte M. (2008) Visualization of a lost painting by Vincent van Gogh using synchrotron radiation based X-ray uorescence elemental mapping. Analytical Chemistry, 80(16):64366442Search in Google Scholar

[15] Fox M.D., Frizzell L.A., Franks L.A., Darken L.S., James R.B. (2000) Medical Imaging. The Electrical Engineering Handbook (ed. Dorf R.C.), CRC Press LLC, Boca RatonSearch in Google Scholar

[16] Gonzalez R.C., Woods R. (2007) Digital Image Processing, 3rd Edition, Prentice HallSearch in Google Scholar

[17] Gupta A., Khandelwal V., Gupta A., Srivastava M.C. (2008) Image processing methods for the restoration of digitized paintings. Thammasat Int J Sc Tech 13,3:66{72Search in Google Scholar

[18] Hanbury A., Kammerer P., Zolda E. (2003) Painting crack elimination using viscous morphological reconstruction. Proc ICIAP'03 Mantova, ItalySearch in Google Scholar

[19] Heckerman D., Geiger D., Chickering D. M. (1995) Learning Bayesian networks: The combination of knowledge and statistical data, Machine Learning 20(3), pp. 197-243, DOI:10.1007/BF0099401610.1007/BF00994016Search in Google Scholar

[20] Jacobsen C.R. (2012) Digital Painting Analysis. Authentication and Artistic Style from Digital Reproductions. PhD thesis, Department of Mathematical Sciences, Aalborg University, AalborgSearch in Google Scholar

[21] Johnson C. R. Jr., Hendriks E., Berezhnoy I., Brevdo E., Hughes S. M., Daubechies I., Li J., Postma E., Wang J. Z. (2008) Image processing for artist identi_cation. IEEE Signal Processing Magazine (39)10.1109/MSP.2008.923513Search in Google Scholar

[22] Johnson C.R., Hendriks E. (2007) Brushwork in the Paintings of Vincent Van Gogh, Proc. 1st IP4AI Workshop, May 2007, Amsterdam, the NetherlandsSearch in Google Scholar

[23] Lettner M., Sablatnig R. (2009) Spatial and spectral based segmentation of text in multispectral images of ancient documents. Proc. 10th International Conference on Document Analysis and Recognition (ICDAR 2009), pp. 813817, Barcelona, Spain10.1109/ICDAR.2009.51Search in Google Scholar

[24] Lettner M., Diem M., Sablatnig R., Miklas H. (2008) Registration and enhancing of multispectral manuscript images. Proc. EUSIPCO08, Lausanne, SwitzerlandSearch in Google Scholar

[25] Liu J., Lu D. (2008) Knowledge based lacunas detection and segmentation for ancient paintings, Proc. of the 13th Int. Conf. on Virtual Systems and Multimedia, 121{131Search in Google Scholar

[26] Lizun D. Fine Art Conservation, http://_neartconservation.ie/damian-lizun-_ne-art-conservation-4-4-43.htmlSearch in Google Scholar

[27] Martinez K., Goodal S. (2008) Colour cluster analysis for pigment identi_cation. Proc. SPIE Electronic Imaging: Computer Image Analysis in the Study of Art, San Jose, USA10.1117/12.767210Search in Google Scholar

[28] MSDN: Microsoft Clustering Algorithm Technical Reference, http://msdn.microsoft.com/en-us/library/cc280445 (2013)Search in Google Scholar

[29] MSDN: Microsoft Decision Trees Algorithm Technical Reference, http://msdn.microsoft.com/en-us/library/cc645868 (2013)Search in Google Scholar

[30] Pappas M., Pitas I. (2000) Digital Color Restoration of Old Paintings, IEEE Transactions on Image Processing, 9(2), pp.291-294Search in Google Scholar

[31] Renna F., Mosca N., Carlomagno G., Attolico G., Distante A. (2005) An innovative aided virtual aproach to the recomposition of fragments. Proc. 22nd International Symposium on Automation and Robotics in Construction, pp. 16, Ferrara, Italy10.22260/ISARC2005/0029Search in Google Scholar

[32] Serra J. (1982) Image Analysis and Mathematical Morphology Vol.I, Ac. Press, LondonSearch in Google Scholar

[33] Shahram M., Stork D. G., Donoho D. (2008) Recovering layers of brush strokes through statistical analysis of color and shape: an application to van goghs self portrait with grey felt hat. Comp. Im. Analysis in the Study of Art (6810)10.1117/12.765773Search in Google Scholar

[34] Sobczyk J. (2008), Computer Image Analysis as a Method to Calculate the Original Surface Area of the Banner, in: Ivan Mazepas Hetmans Banner (Conservation Work at the National Museum in Krakow), pp. 216{217, KrakowSearch in Google Scholar

[35] Sobczyk J., Obara B., Fraczek P., Sobczyk J. (2006) The application of image analysis in non-invasive research of historical objects. Selected examples. [in Polish: Zastosowania analizy obrazu w nieniszczacych badaniach obiektow zabytkowych. Wybrane przyklady], Ochrona zabytkow, 2:69{78Search in Google Scholar

[36] Stanco F., Battiato S., Gallo G. (2011) Digital Imaging for Cultural Heritage Preservation: Analysis, Restoration, and Reconstruction of Ancient Artworks. CRC PressSearch in Google Scholar

[37] Stergiopoulos S. (ed.) (2000) Advanced Signal Processing Handbook: Theory and Implementation for Radar, Sonar, and Medical Imaging Real-Time Systems. CRC Press LLC, Boca Raton, Florida10.1201/9781420037395Search in Google Scholar

[38] Stork D.G. (2004) Optics and realism in Renaissance art. Scienti_c American 291,6:76{8310.1038/scientificamerican1204-7615597983Search in Google Scholar

[39] Stork D.G. (2009) Computer vision and computer graphics analysis of paintings and drawings: An introduction to the literature. Proc 13th Int Conf on Computer Analysis of Images and Patterns, 9{2410.1007/978-3-642-03767-2_2Search in Google Scholar

[40] Stout G.L. (1977) A trial index of laminal disruption. JAIC 17,1,3:17{2610.1179/019713677806029248Search in Google Scholar

[41] Szabo T.L. (2004) Diagnostic Ultrasound Imaging: Inside Out. Academic Press series in Biomedical Engineering, Elsevier Academic PressSearch in Google Scholar

[42] Szeliski R. (2011) Computer Vision. Algorithms and Applications. Springer- Verlag, London10.1007/978-1-84882-935-0Search in Google Scholar

[43] Tadeusiewicz R., Korohoda P. (1997) Computer Analysis and Image Processing [in Polish: Komputerowa analiza i przetwarzanie obrazow], Progress of Telecommunication Foundation Publishing House, KrakowSearch in Google Scholar

[44] Toler-Franklin C., Brown B., Weyrich T., Funkhouser T. Rusinkiewicz S. (2010) Multi-feature matching of fresco fragments. ACM Transactions on Graphics (TOG) - Proc. ACM SIGGRAPH Asia 29(6)10.1145/1882261.1866207Search in Google Scholar

[45] Ünsalan C., Boyer K.L. (2011) Multispectral Satellite Image Understanding. From Land Classi_cation to Building and Road Detection, Springer-Verlag London, London10.1007/978-0-85729-667-2Search in Google Scholar

[46] De Willigen P. (1999) A Mathematical Study on Craquelure and other Mechanical Damage in Paintings. Delft University Press, Delft Search in Google Scholar